{"id":"W4411377415","doi":"10.3390/jcm14124309","title":"High Disease Burden and Oral Corticosteroid Use in Patients with Hypereosinophilic Syndrome and Eosinophilic Granulomatosis with Polyangiitis: Country-Level Insights into Real-World Management in Europe","year":2025,"lang":"en","type":"article","venue":"Journal of Clinical Medicine","topic":"Eosinophilic Disorders and Syndromes","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"GlaxoSmithKline (Canada)","funders":"","keywords":"Medicine; Granulomatosis with polyangiitis; Eosinophilic; Disease; Hypereosinophilic syndrome; Corticosteroid; Dermatology; Eosinophilia; Internal medicine; Intensive care medicine; Pathology; Vasculitis","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006316837,0.0003472204,0.001593336,0.001010904,0.00005821187,0.0000385326,0.0001596499,0.00009969535,0.00001803428],"category_scores_gemma":[0.0005118626,0.0002096892,0.00004973786,0.001216621,0.0006202835,0.0003118118,0.0001049616,0.0006018887,0.000001014343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007128012,"about_ca_system_score_gemma":0.0001686272,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006824647,"about_ca_topic_score_gemma":0.0008347699,"domain_scores_codex":[0.9964226,0.0002058602,0.001832481,0.0004591157,0.0007504169,0.0003295664],"domain_scores_gemma":[0.9977955,0.0004611371,0.0005070615,0.0003756845,0.0003239435,0.0005366987],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004790882,0.0007092906,0.9753585,0.0004145403,0.0003114132,0.003035338,0.0001793394,0.000004978001,0.000005107498,0.0005805694,0.0001612776,0.0144487],"study_design_scores_gemma":[0.02448891,0.003996943,0.9632043,0.005863611,0.0007024771,0.00009949297,0.0001312886,0.00003249597,7.10147e-7,0.0005499264,0.0007308607,0.000199002],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907607,0.001578581,0.00001521428,0.006398523,0.0002174968,0.0007041632,0.0000057996,0.00001328082,0.0003061976],"genre_scores_gemma":[0.9933786,0.00388392,0.0006722171,0.001581817,0.00008301917,0.000009789599,0.00001857151,0.00003471329,0.0003373504],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01969803,"threshold_uncertainty_score":0.8550876,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02384722401462169,"score_gpt":0.3083105432779428,"score_spread":0.2844633192633211,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}